feat: 快手视频评论爬取done;数据保存到DB、CSV done

This commit is contained in:
Relakkes
2023-11-26 21:43:39 +08:00
parent 2f8541a351
commit dfb1788141
9 changed files with 197 additions and 52 deletions

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@@ -1,16 +1,16 @@
# -*- coding: utf-8 -*-
import asyncio
import json
from typing import Any, Callable, Dict, Optional
from urllib.parse import urlencode
from typing import Dict, Optional
import httpx
from playwright.async_api import BrowserContext, Page
from tools import utils
from .graphql import KuaiShouGraphQL
from .exception import DataFetchError, IPBlockError
from .graphql import KuaiShouGraphQL
class KuaiShouClient:
@@ -31,7 +31,7 @@ class KuaiShouClient:
self.cookie_dict = cookie_dict
self.graphql = KuaiShouGraphQL()
async def request(self, method, url, **kwargs) -> Dict:
async def request(self, method, url, **kwargs) -> Any:
async with httpx.AsyncClient(proxies=self.proxies) as client:
response = await client.request(
method, url, timeout=self.timeout,
@@ -89,7 +89,6 @@ class KuaiShouClient:
}
return await self.post("", post_data)
async def get_video_info(self, photo_id: str) -> Dict:
"""
Kuaishou web video detail api
@@ -105,3 +104,71 @@ class KuaiShouClient:
"query": self.graphql.get("video_detail")
}
return await self.post("", post_data)
async def get_video_comments(self, photo_id: str, pcursor: str = "") -> Dict:
"""get video comments
:param photo_id: photo id you want to fetch
:param pcursor: last you get pcursor, defaults to ""
:return:
"""
post_data = {
"operationName": "commentListQuery",
"variables": {
"photoId": photo_id,
"pcursor": pcursor
},
"query": self.graphql.get("comment_list")
}
return await self.post("", post_data)
async def get_video_sub_comments(
self, note_id: str,
root_comment_id: str,
num: int = 30, cursor: str = ""
):
"""
get note sub comments
:param note_id: note id you want to fetch
:param root_comment_id: parent comment id
:param num: recommend 30, if num greater 30, it only return 30 comments
:param cursor: last you get cursor, defaults to ""
:return: {"has_more": true,"cursor": "6422442d000000000700dcdb",comments: [],"user_id": "63273a77000000002303cc9b","time": 1681566542930}
"""
uri = "/api/sns/web/v2/comment/sub/page"
params = {
"note_id": note_id,
"root_comment_id": root_comment_id,
"num": num,
"cursor": cursor,
}
return await self.get(uri, params)
async def get_video_all_comments(self, photo_id: str, crawl_interval: float = 1.0, is_fetch_sub_comments=False,
callback: Optional[Callable] = None, ):
"""
get video all comments include sub comments
:param photo_id:
:param crawl_interval:
:param is_fetch_sub_comments:
:param callback:
:return:
"""
result = []
pcursor = ""
while pcursor != "no_more":
comments_res = await self.get_video_comments(photo_id, pcursor)
vision_commen_list = comments_res.get("visionCommentList", {})
pcursor = vision_commen_list.get("pcursor", "")
comments = vision_commen_list.get("rootComments", [])
if callback: # 如果有回调函数,就执行回调函数
await callback(photo_id, comments)
await asyncio.sleep(crawl_interval)
if not is_fetch_sub_comments:
result.extend(comments)
continue
# todo handle get sub comments
return result

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@@ -1,5 +1,8 @@
import asyncio
import os
import random
import time
from asyncio import Task
from typing import Dict, List, Optional, Tuple
from playwright.async_api import (BrowserContext, BrowserType, Page,
@@ -8,13 +11,13 @@ from playwright.async_api import (BrowserContext, BrowserType, Page,
import config
from base.base_crawler import AbstractCrawler
from base.proxy_account_pool import AccountPool
from tools import utils
from var import crawler_type_var
from models import kuaishou
from tools import utils
from var import comment_tasks_var, crawler_type_var
from .client import KuaiShouClient
from .login import KuaishouLogin
from .exception import DataFetchError
from .login import KuaishouLogin
class KuaishouCrawler(AbstractCrawler):
@@ -109,9 +112,6 @@ class KuaishouCrawler(AbstractCrawler):
async def get_specified_notes(self):
pass
async def batch_get_video_comments(self, video_id_list: List[str]):
utils.logger.info(f"[batch_get_video_comments] video ids:{video_id_list}")
async def get_video_info_task(self, video_id: str, semaphore: asyncio.Semaphore) -> Optional[Dict]:
"""Get video detail task"""
async with semaphore:
@@ -126,6 +126,52 @@ class KuaishouCrawler(AbstractCrawler):
utils.logger.error(f"have not fund note detail video_id:{video_id}, err: {ex}")
return None
async def batch_get_video_comments(self, video_id_list: List[str]):
"""
batch get video comments
:param video_id_list:
:return:
"""
utils.logger.info(f"[batch_get_video_comments] video ids:{video_id_list}")
semaphore = asyncio.Semaphore(config.MAX_CONCURRENCY_NUM)
task_list: List[Task] = []
for video_id in video_id_list:
task = asyncio.create_task(self.get_comments(video_id, semaphore), name=video_id)
task_list.append(task)
comment_tasks_var.set(task_list)
await asyncio.gather(*task_list)
async def get_comments(self, video_id: str, semaphore: asyncio.Semaphore):
"""
get comment for video id
:param video_id:
:param semaphore:
:return:
"""
async with semaphore:
try:
await self.ks_client.get_video_all_comments(
photo_id=video_id,
crawl_interval=random.random(),
callback=kuaishou.batch_update_ks_video_comments
)
except DataFetchError as ex:
utils.logger.error(f"Get video_id: {video_id} comment error: {ex}")
except Exception as e:
utils.logger.error(f"map by been blocked, err:", e)
# use time.sleeep block main coroutine instead of asyncio.sleep and cacel running comment task
# maybe kuaishou block our request, we will take a nap and update the cookie again
current_running_tasks = comment_tasks_var.get()
for task in current_running_tasks:
task.cancel()
time.sleep(20)
await self.context_page.goto(f"{self.index_url}?isHome=1")
await self.ks_client.update_cookies(browser_context=self.browser_context)
def create_proxy_info(self) -> Tuple[Optional[str], Optional[Dict], Optional[str]]:
"""Create proxy info for playwright and httpx"""
# phone: 13012345671 ip_proxy: 111.122.xx.xx1:8888

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@@ -1,10 +1,10 @@
# 快手的数据传输是基于GraphQL实现的
# 这个类负责获取一些GraphQL的schema
import os
from typing import Dict
class KuaiShouGraphQL:
graphql_queries = {}
graphql_queries: Dict[str, str]= {}
def __init__(self):
self.graphql_dir = "media_platform/kuaishou/graphql/"

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@@ -0,0 +1,39 @@
query commentListQuery($photoId: String, $pcursor: String) {
visionCommentList(photoId: $photoId, pcursor: $pcursor) {
commentCount
pcursor
rootComments {
commentId
authorId
authorName
content
headurl
timestamp
likedCount
realLikedCount
liked
status
authorLiked
subCommentCount
subCommentsPcursor
subComments {
commentId
authorId
authorName
content
headurl
timestamp
likedCount
realLikedCount
liked
status
authorLiked
replyToUserName
replyTo
__typename
}
__typename
}
__typename
}
}